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Time to Transfer: Predicting and Evaluating Machine-Human Chatting Handoff

Dec 14, 2020
Jiawei Liu, Zhe Gao, Yangyang Kang, Zhuoren Jiang, Guoxiu He, Changlong Sun, Xiaozhong Liu, Wei Lu

* 9pages, 4 figures, accepted by AAAI 2021 

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Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling

Dec 14, 2020
Yicheng Zou, Lujun Zhao, Yangyang Kang, Jun Lin, Minlong Peng, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Unsupervised Summarization for Chat Logs with Topic-Oriented Ranking and Context-Aware Auto-Encoders

Dec 14, 2020
Yicheng Zou, Jun Lin, Lujun Zhao, Yangyang Kang, Zhuoren Jiang, Changlong Sun, Qi Zhang, Xuanjing Huang, Xiaozhong Liu

* Accepted by AAAI 2021, 9 pages 

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Cross Copy Network for Dialogue Generation

Oct 22, 2020
Changzhen Ji, Xin Zhou, Yating Zhang, Xiaozhong Liu, Changlong Sun, Conghui Zhu, Tiejun Zhao

* 11 pages, 4 figures 

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Masking Orchestration: Multi-task Pretraining for Multi-role Dialogue Representation Learning

Feb 27, 2020
Tianyi Wang, Yating Zhang, Xiaozhong Liu, Changlong Sun, Qiong Zhang

* 8 pages, 4 figures, AAAI2020 

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Read Beyond the Lines: Understanding the Implied Textual Meaning via a Skim and Intensive Reading Model

Jan 16, 2020
Guoxiu He, Zhe Gao, Zhuoren Jiang, Yangyang Kang, Changlong Sun, Xiaozhong Liu, Wei Lu


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Human-Like Decision Making: Document-level Aspect Sentiment Classification via Hierarchical Reinforcement Learning

Oct 21, 2019
Jingjing Wang, Changlong Sun, Shoushan Li, Jiancheng Wang, Luo Si, Min Zhang, Xiaozhong Liu, Guodong Zhou


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Cross-domain Aspect Category Transfer and Detection via Traceable Heterogeneous Graph Representation Learning

Aug 30, 2019
Zhuoren Jiang, Jian Wang, Lujun Zhao, Changlong Sun, Yao Lu, Xiaozhong Liu

* Accepted as a full paper of The 28th ACM International Conference on Information and Knowledge Management (CIKM '19) 

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Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Aug 30, 2019
Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun, Qiong Zhang, Luo Si, Xiaozhong Liu

* Accepted as a full paper of 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing 

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